{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4a8d5764",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "运行规模: 5变元\n",
      "正在生成方程组及经典破解中...（请耐心等待）\n",
      "============方程组============\n",
      "[3]\n",
      "[1, 0]\n",
      "[(2, 4), 0]\n",
      "[(2, 4), 2]\n",
      "[1, (3, 4)]\n",
      "============方程的值==========\n",
      "[0, 1, 1, 1, 0]\n",
      "==============================\n",
      "正在经典算法求解中...\n",
      "经典算法：\n",
      "['00101']\n",
      "经典算法运行时间:0.373993s\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "from GroverEq import GroverEq\n",
    "from BoolEquations import BoolEquations\n",
    "\n",
    "time_start = time.time()\n",
    "num_variable = 10\n",
    "print(\"运行规模: {:d}变元\".format(num_variable))\n",
    "# 类对象\n",
    "equations = BoolEquations(num_variable)\n",
    "print(\"正在生成方程组及经典破解中...（请耐心等待）\")\n",
    "# 运行算法，返回具有唯一解的方程组\n",
    "equations.run()\n",
    "\n",
    "# 打印方程组\n",
    "equations.print_equations()\n",
    "print(\"正在经典算法求解中...\")\n",
    "print(\"经典算法：\")\n",
    "# 打印结果\n",
    "print(equations.result_set)\n",
    "time_end = time.time()\n",
    "print('经典算法运行时间:%fs' % (time_end - time_start))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bc4eccdb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "正在量子算法求解中...\n",
      "量子算法：\n",
      "('00101', 2617)\n",
      "量子电路深度为：37\n",
      "量子电路运行时间:2.933207s\n"
     ]
    }
   ],
   "source": [
    "eq_per_group = equations.split_integer()\n",
    "\n",
    "print(\"正在量子算法求解中...\")\n",
    "time_start = time.time()\n",
    "grover = GroverEq(num_variable, equations.eq_set, equations.eq_value, eq_per_group)\n",
    "\n",
    "grover.construct()\n",
    "answer = grover.run(shots=10240)\n",
    "\n",
    "print(\"量子算法：\")\n",
    "print(sorted(answer.items(),key=lambda x:x[1],reverse=True)[0])\n",
    "#print(answer)\n",
    "print(\"量子电路深度为：%d\" % grover.circuit.depth())\n",
    "time_end = time.time()\n",
    "print('量子电路运行时间:%fs' % (time_end - time_start))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "73938428",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1662.99x2131.08 with 1 Axes>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "grover.draw('mpl')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
